Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-15 0.336700 0.382153 0.433999 0.498068 0.575890 0.668374 0.788157
2024-12-22 0.262323 0.319345 0.391253 0.490799 0.628761 0.819302 1.114245
2024-12-29 0.222464 0.284753 0.369316 0.497150 0.694642 1.006186 1.579354
2025-01-05 0.187645 0.248342 0.334973 0.474324 0.707618 1.116118 1.986729
2025-01-12 0.161560 0.219158 0.304505 0.448516 0.705581 1.196783 2.391433
2025-01-19 0.142924 0.197884 0.281920 0.429659 0.708752 1.286693 2.887138
2025-01-26 0.137003 0.194700 0.286573 0.457095 0.805173 1.614033 4.355579
2025-02-02 0.135510 0.197992 0.301930 0.506817 0.964198 2.188980 7.681730
2025-02-09 0.130775 0.195281 0.306382 0.536447 1.090729 2.779379 12.935108
2025-02-16 0.125063 0.190170 0.305640 0.555119 1.198501 3.413793 21.830846
2025-02-23 0.117835 0.181628 0.297296 0.555500 1.258285 3.939103 34.528236
2025-03-02 0.108398 0.168321 0.278297 0.528283 1.229799 4.072209 44.161344
2025-03-09 0.101865 0.160089 0.269080 0.524361 1.278614 4.676274 78.576684
2025-03-16 0.095317 0.151348 0.258042 0.514585 1.308391 5.259614 148.080622
2025-03-23 0.090933 0.146214 0.253712 0.520780 1.397446 6.392594 473.608212
2025-03-30 0.084346 0.136397 0.238583 0.496304 1.366105 6.663978 975.486711
2025-04-06 0.078146 0.126883 0.223216 0.468813 1.314577 6.729143 1928.324178
2025-04-13 0.073115 0.119278 0.211258 0.448771 1.286647 6.989066 6584.032780
2025-04-20 0.072330 0.119790 0.216805 0.477916 1.475902 9.917507 NaN
2025-04-27 0.073051 0.123300 0.229414 0.530840 1.815886 17.061328 NaN
2025-05-04 0.072134 0.123432 0.234366 0.562440 2.086030 26.708486 NaN
2025-05-11 0.070529 0.122014 0.235498 0.582373 2.314969 40.254600 NaN
2025-05-18 0.067984 0.118443 0.231049 0.582781 2.428327 53.431955 NaN